2 papers
cs.AI2026
Toward Personal Intelligence Through Cooperative Observation
Yashar Talebirad, Osman Jime, Ali Parsaee +3
A personal AI system needs a model of the user's goals, constraints, and ongoing commitments to plan and act on their behalf, and the quality of that model is bounded by what the s…
cs.AI2026
Why Solve It Twice? Hierarchical Accumulation of Skills for Transfer-Efficient ML Engineering
Yongbin Kim, Yashar Talebirad, Osmar R. Zaiane
ML engineering agents waste compute rediscovering known techniques because every competition is a cold start. We present HASTE, a hierarchical multi-agent system that organizes cro…